Josep Salvador Sánchez Garreta
机构: Full Professor of Computer Science, Universitat Jaume I, Castelló, Spain
每年引用次数
引用次数
引用: 7,398
H-指数: 43
I10-指数 : 90
出版物: 235
ALGORITMOS DE CONDENSADO BASADOS EN DENSIDAD LOCAL
DrC. Fernando D. Vázquez Mesa , DrC. Filiberto Pla Bañón , DrC. José Salvador Sánchez Garreta , MSc. Damaris Pascual González
Ciencia en su PC ( 1) 1 -12
2010
Exploring New Object Recognition Techniques for Online Robots.
Pedro J Sanz , Raúl Marín , José Salvador Sánchez Garreta
robotics and applications 41 -46
1
2003
A comparative study of simple online learning strategies for streaming data
J. S. Sánchez , M. Millán-Giraldo
WSEAS Transactions on Circuits and Systems archive 7 ( 10) 900 -910
2008
Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization
R. Barandela , J. K. Hernández , J. S. Sánchez , F. J. Ferri
conference on artificial intelligence research and development 215 -222
4
2005
On the use of surrounding neighbors for synthetic over-sampling of the minority class
V. García , R. A. Mollineda , J. S. Sánchez
SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization 389 -394
8
2008
A linear program for nearest neighbour-like decision tree induction
F. Pla , Francesc Josep Ferri Rabasa , J. S. Sánchez
VIII Encuentros de Geometría Computacional : Castelló de la Plana, España (7-9 de julio de 1999), 1999, ISBN 84-8021-284-5, págs. 361-370 361 -370
1999
Performance Analysis of Classifier Ensembles: Neural Networks Versus Nearest Neighbor Rule
R. M. Valdovinos , J. S. Sánchez
iberian conference on pattern recognition and image analysis 105 -112
6
2007
Influence of Resampling and Weighting on Diversity and Accuracy of Classifier Ensembles
R. M. Valdovinos , J. S. Sánchez , E. Gasca
iberian conference on pattern recognition and image analysis 250 -257
1
2007
When Overlapping Unexpectedly Alters the Class Imbalance Effects
V. García , R. A. Mollineda , J. S. Sánchez , R. Alejo
iberian conference on pattern recognition and image analysis 499 -506
15
2007
Improving the performance of the RBF neural networks trained with imbalanced samples
R. Alejo , V. García , J. M. Sotoca , R. A. Mollineda
international work-conference on artificial and natural neural networks 162 -169
30
2007
Using Proximity and Spatial Homogeneity in Neighbourhood-Based Classifiers
J. S. Sánchez , F. Pla , F. J. Ferri
international conference on image analysis and processing 206 -213
1997
Performance Analysis of Deep Neural Networks for Classification of Gene-Expression Microarrays
A. Reyes-Nava , J. S. Sánchez , R. Alejo , A. A. Flores-Fuentes
mexican conference on pattern recognition 105 -115
7
2018
Exploring Synergetic Effects of Dimensionality Reduction and Resampling Tools on Hyperspectral Imagery Data Classification
J. S. Sánchez , V. García , R. A. Mollineda
Machine Learning and Data Mining in Pattern Recognition 511 -523
4
2011
Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples
Roberto Alejo , Vicente Garcia , José Martínez Sotoca , Ramón Alberto Mollineda
Intelligent Data Engineering and Automated Learning – IDEAL 2006 464 -471
16
2006
Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification
V. García , R. Alejo , J. S. Sánchez , J. M. Sotoca
Intelligent Data Engineering and Automated Learning – IDEAL 2006 371 -378
42
2006
An analysis of how training data complexity affects the nearest neighbor classifiers
J. S. Sánchez , R. A. Mollineda , J. M. Sotoca
Pattern Analysis and Applications 10 ( 3) 189 -201
65
2007
On the k -NN performance in a challenging scenario of imbalance and overlapping
V. García , R. A. Mollineda , J. S. Sánchez
Pattern Analysis and Applications 11 ( 3) 269 -280
136
2008
A regression model based on the nearest centroid neighborhood
V. García , J. S. Sánchez , A. I. Marqués , R. Martínez-Peláez
Pattern Analysis and Applications 21 ( 4) 941 -951
2
2018
Nearest Neighbour Editing and Condensing Tools---Synergy Exploitation
B. V. Dasarathy , J. S. Sánchez , S. Townsend
Pattern Analysis and Applications 3 ( 1) 19 -30
109
2000
Learning from Imbalanced Sets through Resampling and Weighting
R. Barandela , J. S. Sánchez , V. García , F. J. Ferri
Pattern Recognition and Image Analysis 80 -88
6
2003
Vicente García Jiménez Ramón Alberto Mollineda Cárdenas Filiberto Pla Francesc J. Ferri R.M. Valdovinos Laura Cleofas Sánchez Raúl Martín Félez Raúl Marín Prades Humberto de Jesus Ochoa Dominguez V. Javier Traver Angélica Guzmán Ponce Belur V. Dasarathy, Ph.D, FIEEE Pedro Latorre Carmona (ORCID:0000-0001-6984-5173) IEEE Senior Member Erendira Rendon Robert P.W. Duin Ludmila Kuncheva Elżbieta Pękalska Luis Alberto Rodríguez-Picón Ana L. N. Fred Camacho-Nieto, Oscar